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Apeksha Kumavat

Co-Founder

San Francisco, California, United States12 yrs 11 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Co-Founder of a leading autonomous vehicle company.
  • Expert in machine learning and computer vision technologies.
  • Proven track record in developing AI-driven solutions.
Stackforce AI infers this person is a Machine Learning and Autonomous Vehicle expert with a strong focus on AI-driven solutions.

Contact

Skills

Core Skills

Machine LearningAutonomous VehiclesDeep LearningComputer VisionData Analysis

Other Skills

Cloud ComputingBig DataAutomationImage ProcessingData ClusteringPrediction ModelsRegression ModelsC++PythonControl Systems DesignEmbedded SystemsMatlabROSAlgorithmsRobotics

About

Machine Learning -- Computer Vision -- Autonomous Vehicles -- Software Development

Experience

12 yrs 11 mos
Total Experience
1 yr 8 mos
Average Tenure
8 yrs 6 mos
Current Experience

Purdue university elmore family school of electrical and computer engineering

Advisory Board Member

Nov 2023Present · 2 yrs 6 mos

Gatik

Co-Founder & Chief Engineer

Nov 2017Present · 8 yrs 6 mos · Mountain View, California, United States

  • Autonomous Vehicles for B2B Short-Haul Logistics
Machine LearningAutonomous Vehicles

Otsaw digital

Machine Learning Software Lead

Mar 2017Oct 2017 · 7 mos · San Francisco Bay Area

  • New deep learning approaches to solve real-world problems, such as large-scale scene understanding, semantic segmentation, action recognition, etc.
  • Smarter, more efficient ways of automating deep learning processes, including labeling, training, testing, and visualization
  • Design and implement features for distributed (cloud and bare-metal) machine learning infrastructure
  • Engineer big-data tools and pipelines to train, evaluate and deploy DNNs for OTSAW’s datasets
Machine LearningDeep LearningCloud ComputingBig Data

Ford motor company

Computer Vision Lead, Autonomous Vehicle Systems Engineering

Sep 2016Mar 2017 · 6 mos · Dearborn, Michigan

  • Computer Vision Lead for AV Product Development Systems Engineering
  • Software modules for large-scale image and LiDAR data processing in the cloud
  • Computer vision/image processing algorithms for camera calibration, panorama stitching and depth map generation
Computer VisionImage ProcessingCloud Computing

Purdue university

2 roles

Graduate Teaching Assistant

Promoted

Aug 2015Nov 2016 · 1 yr 3 mos · West Lafayette, Indiana

  • Teaching Assistant - PERL Programmer for MA 15800(Summer 2016)
  • Teaching Assistant for Calculus courses -MA 16020(Fall 2016), MA 16100(Spring 2016) & MA 16500(Fall 2015)

Graduate Teaching Assistant

Jan 2015May 2015 · 4 mos · West Lafayette, IN 47906

  • • Graduate Teaching Assistant for Feedback Systems Design and Analysis

Cnh industrial

Software Engineering Intern

May 2015Aug 2015 · 3 mos · Burr Ridge, Illinois

  • Integrate the HIL test system with the DEC controller and develop test scripts and architecture for test automation on National Instruments HIL Simulator for the CH26 Program
  • Design software pipeline for translating controller’s legacy code into Control Desk/ MATLAB Variable Editor/ INCA compatible map and a2I files

Algoanalytic

Software Engineer

Mar 2013Apr 2014 · 1 yr 1 mo · India

  • Data clustering algorithms to segment client’s customers
  • Prediction models using Markov chains and Bayesian networks to find causal relationships amongst successive spare parts failures
  • Regression models predicting Capex-ROI; affecting increase in profits

Siemens

Automation Engineer

Jul 2012Feb 2013 · 7 mos · Mumbai Area, India

  • Software architecture and HMI graphics for Qurayat Ext - II Automation project
  • Troubleshooting logic and creation of customized ASDs & reports in SPPA-T3000
  • Logic design for DCS in SPPA-T3000 using single line diagrams
  • DCS Cabinet drawings including cabling in MS Visio
Data ClusteringPrediction ModelsRegression ModelsData Analysis

Education

Purdue University

Master's Degree — Electrical and Computer Engineering

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